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OpenML R paper

OpenML R paper

Created 05-09-2016 by Joaquin Vanschoren Visibility: public
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Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ctree.bagged(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8505, f_measure: 0.8516, kappa: 0.7028, kb_relative_information_score: 351.7214, mean_absolute_error: 0.148, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8535, predictive_accuracy: 0.852, prior_entropy: 0.9991, recall: 0.852, relative_absolute_error: 0.2964, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3847, root_relative_squared_error: 0.7699,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ctree.bagged(4) on task Supervised Classification on data set fri_c1_500_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7797, f_measure: 0.7667, kappa: 0.5476, kb_relative_information_score: 268.4572, mean_absolute_error: 0.23, mean_prior_absolute_error: 0.4977, number_of_instances: 500, precision: 0.804, predictive_accuracy: 0.77, prior_entropy: 0.9967, recall: 0.77, relative_absolute_error: 0.4621, root_mean_prior_squared_error: 0.4988, root_mean_squared_error: 0.4796, root_relative_squared_error: 0.9614,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ctree.bagged(4) on task Supervised Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9666, f_measure: 0.9738, kappa: 0.9418, kb_relative_information_score: 900.194, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9741, predictive_accuracy: 0.9739, prior_entropy: 0.9312, recall: 0.9739, relative_absolute_error: 0.0576, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.3395,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ctree.bagged(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8247, f_measure: 0.8241, kappa: 0.648, kb_relative_information_score: 323.4116, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8252, predictive_accuracy: 0.824, prior_entropy: 0.9984, recall: 0.824, relative_absolute_error: 0.3528, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.4195, root_relative_squared_error: 0.84,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ctree.bagged(4) on task Supervised Classification on data set arsenic-male-bladder
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7708, f_measure: 0.9775, kappa: 0.6935, kb_relative_information_score: 353.0946, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.0837, number_of_instances: 559, precision: 0.9807, predictive_accuracy: 0.9803, prior_entropy: 0.2628, recall: 0.9803, relative_absolute_error: 0.2352, root_mean_prior_squared_error: 0.2027, root_mean_squared_error: 0.1403, root_relative_squared_error: 0.692,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ctree.bagged(4) on task Supervised Classification on data set monks-problems-1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7464, f_measure: 0.729, kappa: 0.4928, kb_relative_information_score: 274, mean_absolute_error: 0.2536, mean_prior_absolute_error: 0.5, number_of_instances: 556, precision: 0.8317, predictive_accuracy: 0.7464, prior_entropy: 1, recall: 0.7464, relative_absolute_error: 0.5072, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5036, root_relative_squared_error: 1.0072,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ctree.bagged(4) on task Supervised Classification on data set fri_c1_500_5
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8267, f_measure: 0.8262, kappa: 0.6514, kb_relative_information_score: 324.8296, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.4977, number_of_instances: 500, precision: 0.8272, predictive_accuracy: 0.826, prior_entropy: 0.9967, recall: 0.826, relative_absolute_error: 0.3496, root_mean_prior_squared_error: 0.4988, root_mean_squared_error: 0.4171, root_relative_squared_error: 0.8362,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ctree.bagged(4) on task Supervised Classification on data set fri_c0_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8208, f_measure: 0.8214, kappa: 0.643, kb_relative_information_score: 321.8515, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.4997, number_of_instances: 500, precision: 0.8244, predictive_accuracy: 0.822, prior_entropy: 0.9996, recall: 0.822, relative_absolute_error: 0.3562, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.4219, root_relative_squared_error: 0.844,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ctree.bagged(4) on task Supervised Classification on data set fri_c4_500_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8554, f_measure: 0.8545, kappa: 0.705, kb_relative_information_score: 350.0049, mean_absolute_error: 0.146, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8565, predictive_accuracy: 0.854, prior_entropy: 0.9867, recall: 0.854, relative_absolute_error: 0.2975, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3821, root_relative_squared_error: 0.7714,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ctree.bagged(4) on task Supervised Classification on data set climate-model-simulation-crashes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5612, f_measure: 0.8938, kappa: 0.1896, kb_relative_information_score: 155.0123, mean_absolute_error: 0.0815, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8969, predictive_accuracy: 0.9185, prior_entropy: 0.4254, recall: 0.9185, relative_absolute_error: 0.5186, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2855, root_relative_squared_error: 1.0225,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ctree.bagged(4) on task Supervised Classification on data set stock
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.9558, kappa: 0.9116, kb_relative_information_score: 865.9074, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4996, number_of_instances: 950, precision: 0.9559, predictive_accuracy: 0.9558, prior_entropy: 0.9995, recall: 0.9558, relative_absolute_error: 0.0885, root_mean_prior_squared_error: 0.4998, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.4207,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ctree.bagged(4) on task Supervised Classification on data set fri_c2_500_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8381, f_measure: 0.854, kappa: 0.6912, kb_relative_information_score: 345.7512, mean_absolute_error: 0.144, mean_prior_absolute_error: 0.4768, number_of_instances: 500, precision: 0.8563, predictive_accuracy: 0.856, prior_entropy: 0.9664, recall: 0.856, relative_absolute_error: 0.302, root_mean_prior_squared_error: 0.4882, root_mean_squared_error: 0.3795, root_relative_squared_error: 0.7773,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ctree.bagged(4) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9004, f_measure: 0.9022, kappa: 0.803, kb_relative_information_score: 501.9003, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.4969, number_of_instances: 625, precision: 0.9026, predictive_accuracy: 0.9024, prior_entropy: 0.9956, recall: 0.9024, relative_absolute_error: 0.1964, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.3124, root_relative_squared_error: 0.6267,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ctree.bagged(4) on task Supervised Classification on data set boston
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.8721, kappa: 0.7346, kb_relative_information_score: 372.1882, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.4849, number_of_instances: 506, precision: 0.8749, predictive_accuracy: 0.8735, prior_entropy: 0.9782, recall: 0.8735, relative_absolute_error: 0.2608, root_mean_prior_squared_error: 0.4924, root_mean_squared_error: 0.3556, root_relative_squared_error: 0.7223,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ctree.bagged(4) on task Supervised Classification on data set Australian
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8592, f_measure: 0.8621, kappa: 0.7204, kb_relative_information_score: 496.6159, mean_absolute_error: 0.1377, mean_prior_absolute_error: 0.494, number_of_instances: 690, precision: 0.8622, predictive_accuracy: 0.8623, prior_entropy: 0.9913, recall: 0.8623, relative_absolute_error: 0.2787, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3711, root_relative_squared_error: 0.7467,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ctree.bagged(4) on task Supervised Classification on data set PizzaCutter1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.592, f_measure: 0.9103, kappa: 0.2729, kb_relative_information_score: 213.3932, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.146, number_of_instances: 661, precision: 0.9139, predictive_accuracy: 0.9289, prior_entropy: 0.402, recall: 0.9289, relative_absolute_error: 0.4869, root_mean_prior_squared_error: 0.2692, root_mean_squared_error: 0.2667, root_relative_squared_error: 0.9905,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ctree.bagged(4) on task Supervised Classification on data set vowel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9272, f_measure: 0.9767, kappa: 0.8587, kb_relative_information_score: 797.4294, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.166, number_of_instances: 990, precision: 0.9767, predictive_accuracy: 0.9768, prior_entropy: 0.4422, recall: 0.9768, relative_absolute_error: 0.14, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1524, root_relative_squared_error: 0.5302,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ctree.bagged(4) on task Supervised Classification on data set boston
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.8721, kappa: 0.7346, kb_relative_information_score: 372.1882, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.4849, number_of_instances: 506, precision: 0.8749, predictive_accuracy: 0.8735, prior_entropy: 0.9782, recall: 0.8735, relative_absolute_error: 0.2608, root_mean_prior_squared_error: 0.4924, root_mean_squared_error: 0.3556, root_relative_squared_error: 0.7223,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ctree.bagged(4) on task Supervised Classification on data set vehicle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.9585, kappa: 0.8914, kb_relative_information_score: 743.8514, mean_absolute_error: 0.0414, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9585, predictive_accuracy: 0.9586, prior_entropy: 0.8241, recall: 0.9586, relative_absolute_error: 0.1081, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.2034, root_relative_squared_error: 0.4651,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ctree.bagged(4) on task Supervised Classification on data set fri_c4_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7039, f_measure: 0.6956, kappa: 0.4023, kb_relative_information_score: 196.6311, mean_absolute_error: 0.302, mean_prior_absolute_error: 0.4984, number_of_instances: 500, precision: 0.7145, predictive_accuracy: 0.698, prior_entropy: 0.9978, recall: 0.698, relative_absolute_error: 0.6059, root_mean_prior_squared_error: 0.4992, root_mean_squared_error: 0.5495, root_relative_squared_error: 1.1008,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.J48.bagged(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.8618, kappa: 0.7231, kb_relative_information_score: 361.74, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8627, predictive_accuracy: 0.862, prior_entropy: 0.9991, recall: 0.862, relative_absolute_error: 0.2764, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3715, root_relative_squared_error: 0.7434,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.J48.bagged(4) on task Supervised Classification on data set fri_c1_500_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8778, f_measure: 0.8797, kappa: 0.7581, kb_relative_information_score: 379.1887, mean_absolute_error: 0.12, mean_prior_absolute_error: 0.4977, number_of_instances: 500, precision: 0.8805, predictive_accuracy: 0.88, prior_entropy: 0.9967, recall: 0.88, relative_absolute_error: 0.2411, root_mean_prior_squared_error: 0.4988, root_mean_squared_error: 0.3464, root_relative_squared_error: 0.6944,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.J48.bagged(4) on task Supervised Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.9361, kappa: 0.8571, kb_relative_information_score: 819.6859, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.94, predictive_accuracy: 0.9374, prior_entropy: 0.9312, recall: 0.9374, relative_absolute_error: 0.1383, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2503, root_relative_squared_error: 0.5259,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.J48.bagged(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8793, f_measure: 0.8814, kappa: 0.7623, kb_relative_information_score: 381.6033, mean_absolute_error: 0.118, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8853, predictive_accuracy: 0.882, prior_entropy: 0.9984, recall: 0.882, relative_absolute_error: 0.2365, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3435, root_relative_squared_error: 0.6878,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.J48.bagged(4) on task Supervised Classification on data set arsenic-male-bladder
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9361, kb_relative_information_score: 127.8638, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.0837, number_of_instances: 559, precision: 0.916, predictive_accuracy: 0.9571, prior_entropy: 0.2628, recall: 0.9571, relative_absolute_error: 0.5131, root_mean_prior_squared_error: 0.2027, root_mean_squared_error: 0.2072, root_relative_squared_error: 1.0222,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.J48.bagged(4) on task Supervised Classification on data set monks-problems-1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 556, mean_prior_absolute_error: 0.5, number_of_instances: 556, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, root_mean_prior_squared_error: 0.5,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.J48.bagged(4) on task Supervised Classification on data set fri_c1_500_5
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.881, f_measure: 0.8836, kappa: 0.7658, kb_relative_information_score: 383.2153, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.4977, number_of_instances: 500, precision: 0.8855, predictive_accuracy: 0.884, prior_entropy: 0.9967, recall: 0.884, relative_absolute_error: 0.2331, root_mean_prior_squared_error: 0.4988, root_mean_squared_error: 0.3406, root_relative_squared_error: 0.6828,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.J48.bagged(4) on task Supervised Classification on data set fri_c0_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8247, f_measure: 0.8254, kappa: 0.651, kb_relative_information_score: 325.8548, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.4997, number_of_instances: 500, precision: 0.8289, predictive_accuracy: 0.826, prior_entropy: 0.9996, recall: 0.826, relative_absolute_error: 0.3482, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.4171, root_relative_squared_error: 0.8345,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.J48.bagged(4) on task Supervised Classification on data set fri_c4_500_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8673, f_measure: 0.87, kappa: 0.735, kb_relative_information_score: 366.4368, mean_absolute_error: 0.13, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8699, predictive_accuracy: 0.87, prior_entropy: 0.9867, recall: 0.87, relative_absolute_error: 0.2649, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3606, root_relative_squared_error: 0.7279,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.J48.bagged(4) on task Supervised Classification on data set climate-model-simulation-crashes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5877, f_measure: 0.896, kappa: 0.239, kb_relative_information_score: 129.2132, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8902, predictive_accuracy: 0.913, prior_entropy: 0.4254, recall: 0.913, relative_absolute_error: 0.5539, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.295, root_relative_squared_error: 1.0568,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.J48.bagged(4) on task Supervised Classification on data set stock
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9591, f_measure: 0.959, kappa: 0.9179, kb_relative_information_score: 871.9138, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.4996, number_of_instances: 950, precision: 0.9591, predictive_accuracy: 0.9589, prior_entropy: 0.9995, recall: 0.9589, relative_absolute_error: 0.0822, root_mean_prior_squared_error: 0.4998, root_mean_squared_error: 0.2026, root_relative_squared_error: 0.4054,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.J48.bagged(4) on task Supervised Classification on data set fri_c2_500_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8669, f_measure: 0.879, kappa: 0.7446, kb_relative_information_score: 371.436, mean_absolute_error: 0.12, mean_prior_absolute_error: 0.4768, number_of_instances: 500, precision: 0.8799, predictive_accuracy: 0.88, prior_entropy: 0.9664, recall: 0.88, relative_absolute_error: 0.2517, root_mean_prior_squared_error: 0.4882, root_mean_squared_error: 0.3464, root_relative_squared_error: 0.7096,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.J48.bagged(4) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8905, f_measure: 0.8926, kappa: 0.7836, kb_relative_information_score: 489.7939, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.4969, number_of_instances: 625, precision: 0.8931, predictive_accuracy: 0.8928, prior_entropy: 0.9956, recall: 0.8928, relative_absolute_error: 0.2157, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.3274, root_relative_squared_error: 0.6569,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.J48.bagged(4) on task Supervised Classification on data set boston
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8761, f_measure: 0.8846, kappa: 0.7609, kb_relative_information_score: 384.7247, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.4849, number_of_instances: 506, precision: 0.8857, predictive_accuracy: 0.8854, prior_entropy: 0.9782, recall: 0.8854, relative_absolute_error: 0.2364, root_mean_prior_squared_error: 0.4924, root_mean_squared_error: 0.3386, root_relative_squared_error: 0.6876,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.J48.bagged(4) on task Supervised Classification on data set Australian
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8614, f_measure: 0.8611, kappa: 0.7196, kb_relative_information_score: 494.5806, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.494, number_of_instances: 690, precision: 0.8621, predictive_accuracy: 0.8609, prior_entropy: 0.9913, recall: 0.8609, relative_absolute_error: 0.2817, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.373, root_relative_squared_error: 0.7506,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.J48.bagged(4) on task Supervised Classification on data set PizzaCutter1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6209, f_measure: 0.9182, kappa: 0.3449, kb_relative_information_score: 241.4936, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.146, number_of_instances: 661, precision: 0.9223, predictive_accuracy: 0.9334, prior_entropy: 0.402, recall: 0.9334, relative_absolute_error: 0.4558, root_mean_prior_squared_error: 0.2692, root_mean_squared_error: 0.258, root_relative_squared_error: 0.9583,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.J48.bagged(4) on task Supervised Classification on data set vowel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9694, f_measure: 0.9899, kappa: 0.9389, kb_relative_information_score: 902.8218, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.166, number_of_instances: 990, precision: 0.9899, predictive_accuracy: 0.9899, prior_entropy: 0.4422, recall: 0.9899, relative_absolute_error: 0.0609, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1005, root_relative_squared_error: 0.3496,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.J48.bagged(4) on task Supervised Classification on data set boston
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8802, f_measure: 0.8886, kappa: 0.7691, kb_relative_information_score: 388.9035, mean_absolute_error: 0.1107, mean_prior_absolute_error: 0.4849, number_of_instances: 506, precision: 0.8897, predictive_accuracy: 0.8893, prior_entropy: 0.9782, recall: 0.8893, relative_absolute_error: 0.2282, root_mean_prior_squared_error: 0.4924, root_mean_squared_error: 0.3327, root_relative_squared_error: 0.6756,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.J48.bagged(4) on task Supervised Classification on data set vehicle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.9787, kappa: 0.9442, kb_relative_information_score: 793.0327, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9787, predictive_accuracy: 0.9787, prior_entropy: 0.8241, recall: 0.9787, relative_absolute_error: 0.0556, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1459, root_relative_squared_error: 0.3335,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.J48.bagged(4) on task Supervised Classification on data set fri_c4_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8504, f_measure: 0.8518, kappa: 0.7024, kb_relative_information_score: 351.3245, mean_absolute_error: 0.148, mean_prior_absolute_error: 0.4984, number_of_instances: 500, precision: 0.8522, predictive_accuracy: 0.852, prior_entropy: 0.9978, recall: 0.852, relative_absolute_error: 0.2969, root_mean_prior_squared_error: 0.4992, root_mean_squared_error: 0.3847, root_relative_squared_error: 0.7706,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.rpart.bagged(2) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.857, f_measure: 0.8578, kappa: 0.7152, kb_relative_information_score: 357.7325, mean_absolute_error: 0.142, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8585, predictive_accuracy: 0.858, prior_entropy: 0.9991, recall: 0.858, relative_absolute_error: 0.2844, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3768, root_relative_squared_error: 0.7541,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.rpart.bagged(2) on task Supervised Classification on data set fri_c1_500_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8711, f_measure: 0.8736, kappa: 0.7456, kb_relative_information_score: 373.1488, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.4977, number_of_instances: 500, precision: 0.8752, predictive_accuracy: 0.874, prior_entropy: 0.9967, recall: 0.874, relative_absolute_error: 0.2532, root_mean_prior_squared_error: 0.4988, root_mean_squared_error: 0.355, root_relative_squared_error: 0.7116,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.rpart.bagged(2) on task Supervised Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9668, f_measure: 0.9758, kappa: 0.9463, kb_relative_information_score: 904.7945, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9765, predictive_accuracy: 0.976, prior_entropy: 0.9312, recall: 0.976, relative_absolute_error: 0.053, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1549, root_relative_squared_error: 0.3256,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.rpart.bagged(2) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.87, f_measure: 0.8716, kappa: 0.7425, kb_relative_information_score: 371.5703, mean_absolute_error: 0.128, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8735, predictive_accuracy: 0.872, prior_entropy: 0.9984, recall: 0.872, relative_absolute_error: 0.2566, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3578, root_relative_squared_error: 0.7164,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.rpart.bagged(2) on task Supervised Classification on data set arsenic-male-bladder
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7708, f_measure: 0.9775, kappa: 0.6935, kb_relative_information_score: 353.0946, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.0837, number_of_instances: 559, precision: 0.9807, predictive_accuracy: 0.9803, prior_entropy: 0.2628, recall: 0.9803, relative_absolute_error: 0.2352, root_mean_prior_squared_error: 0.2027, root_mean_squared_error: 0.1403, root_relative_squared_error: 0.692,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.rpart.bagged(2) on task Supervised Classification on data set monks-problems-1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9946, kappa: 0.9892, kb_relative_information_score: 550, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.5, number_of_instances: 556, precision: 0.9947, predictive_accuracy: 0.9946, prior_entropy: 1, recall: 0.9946, relative_absolute_error: 0.0108, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0735, root_relative_squared_error: 0.1469,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.rpart.bagged(2) on task Supervised Classification on data set fri_c1_500_5
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8518, f_measure: 0.8551, kappa: 0.7086, kb_relative_information_score: 355.0291, mean_absolute_error: 0.144, mean_prior_absolute_error: 0.4977, number_of_instances: 500, precision: 0.8589, predictive_accuracy: 0.856, prior_entropy: 0.9967, recall: 0.856, relative_absolute_error: 0.2893, root_mean_prior_squared_error: 0.4988, root_mean_squared_error: 0.3795, root_relative_squared_error: 0.7607,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.rpart.bagged(2) on task Supervised Classification on data set fri_c0_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8166, f_measure: 0.8172, kappa: 0.6348, kb_relative_information_score: 317.8482, mean_absolute_error: 0.182, mean_prior_absolute_error: 0.4997, number_of_instances: 500, precision: 0.8213, predictive_accuracy: 0.818, prior_entropy: 0.9996, recall: 0.818, relative_absolute_error: 0.3642, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.4266, root_relative_squared_error: 0.8535,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.rpart.bagged(2) on task Supervised Classification on data set fri_c4_500_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8667, f_measure: 0.8699, kappa: 0.7347, kb_relative_information_score: 366.4368, mean_absolute_error: 0.13, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8698, predictive_accuracy: 0.87, prior_entropy: 0.9867, recall: 0.87, relative_absolute_error: 0.2649, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3606, root_relative_squared_error: 0.7279,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.rpart.bagged(2) on task Supervised Classification on data set climate-model-simulation-crashes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.572, f_measure: 0.8973, kappa: 0.22, kb_relative_information_score: 163.6121, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.9016, predictive_accuracy: 0.9204, prior_entropy: 0.4254, recall: 0.9204, relative_absolute_error: 0.5068, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2822, root_relative_squared_error: 1.0108,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.rpart.bagged(2) on task Supervised Classification on data set stock
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9399, f_measure: 0.94, kappa: 0.8799, kb_relative_information_score: 835.8751, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.4996, number_of_instances: 950, precision: 0.94, predictive_accuracy: 0.94, prior_entropy: 0.9995, recall: 0.94, relative_absolute_error: 0.1201, root_mean_prior_squared_error: 0.4998, root_mean_squared_error: 0.2449, root_relative_squared_error: 0.4901,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.rpart.bagged(2) on task Supervised Classification on data set fri_c2_500_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8474, f_measure: 0.8623, kappa: 0.7089, kb_relative_information_score: 354.3128, mean_absolute_error: 0.136, mean_prior_absolute_error: 0.4768, number_of_instances: 500, precision: 0.8643, predictive_accuracy: 0.864, prior_entropy: 0.9664, recall: 0.864, relative_absolute_error: 0.2853, root_mean_prior_squared_error: 0.4882, root_mean_squared_error: 0.3688, root_relative_squared_error: 0.7554,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.rpart.bagged(2) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.899, kappa: 0.7964, kb_relative_information_score: 497.8649, mean_absolute_error: 0.1008, mean_prior_absolute_error: 0.4969, number_of_instances: 625, precision: 0.8997, predictive_accuracy: 0.8992, prior_entropy: 0.9956, recall: 0.8992, relative_absolute_error: 0.2028, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.3175, root_relative_squared_error: 0.6369,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.rpart.bagged(2) on task Supervised Classification on data set boston
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8713, f_measure: 0.8805, kappa: 0.7523, kb_relative_information_score: 380.5459, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.4849, number_of_instances: 506, precision: 0.8819, predictive_accuracy: 0.8814, prior_entropy: 0.9782, recall: 0.8814, relative_absolute_error: 0.2445, root_mean_prior_squared_error: 0.4924, root_mean_squared_error: 0.3444, root_relative_squared_error: 0.6994,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.rpart.bagged(2) on task Supervised Classification on data set Australian
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8605, f_measure: 0.861, kappa: 0.719, kb_relative_information_score: 494.5806, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.494, number_of_instances: 690, precision: 0.8614, predictive_accuracy: 0.8609, prior_entropy: 0.9913, recall: 0.8609, relative_absolute_error: 0.2817, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.373, root_relative_squared_error: 0.7506,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.rpart.bagged(2) on task Supervised Classification on data set PizzaCutter1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5912, f_measure: 0.9092, kappa: 0.267, kb_relative_information_score: 204.0263, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.146, number_of_instances: 661, precision: 0.9105, predictive_accuracy: 0.9274, prior_entropy: 0.402, recall: 0.9274, relative_absolute_error: 0.4973, root_mean_prior_squared_error: 0.2692, root_mean_squared_error: 0.2695, root_relative_squared_error: 1.0009,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.rpart.bagged(2) on task Supervised Classification on data set vowel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9517, f_measure: 0.9848, kappa: 0.9079, kb_relative_information_score: 862.2862, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.166, number_of_instances: 990, precision: 0.9848, predictive_accuracy: 0.9848, prior_entropy: 0.4422, recall: 0.9848, relative_absolute_error: 0.0913, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1231, root_relative_squared_error: 0.4282,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.rpart.bagged(2) on task Supervised Classification on data set boston
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8737, f_measure: 0.8826, kappa: 0.7566, kb_relative_information_score: 382.6353, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.4849, number_of_instances: 506, precision: 0.8838, predictive_accuracy: 0.8834, prior_entropy: 0.9782, recall: 0.8834, relative_absolute_error: 0.2404, root_mean_prior_squared_error: 0.4924, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.6935,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.rpart.bagged(2) on task Supervised Classification on data set vehicle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.9551, kappa: 0.8826, kb_relative_information_score: 735.1724, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9551, predictive_accuracy: 0.9551, prior_entropy: 0.8241, recall: 0.9551, relative_absolute_error: 0.1173, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.2119, root_relative_squared_error: 0.4846,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.rpart.bagged(2) on task Supervised Classification on data set fri_c4_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8474, f_measure: 0.8495, kappa: 0.6978, kb_relative_information_score: 349.3155, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.4984, number_of_instances: 500, precision: 0.8514, predictive_accuracy: 0.85, prior_entropy: 0.9978, recall: 0.85, relative_absolute_error: 0.3009, root_mean_prior_squared_error: 0.4992, root_mean_squared_error: 0.3873, root_relative_squared_error: 0.7758,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ranger(5) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8702, f_measure: 0.8715, kappa: 0.7429, kb_relative_information_score: 371.7585, mean_absolute_error: 0.128, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8745, predictive_accuracy: 0.872, prior_entropy: 0.9991, recall: 0.872, relative_absolute_error: 0.2563, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3578, root_relative_squared_error: 0.716,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ranger(5) on task Supervised Classification on data set fri_c1_500_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8738, f_measure: 0.8757, kappa: 0.75, kb_relative_information_score: 375.1621, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.4977, number_of_instances: 500, precision: 0.8765, predictive_accuracy: 0.876, prior_entropy: 0.9967, recall: 0.876, relative_absolute_error: 0.2491, root_mean_prior_squared_error: 0.4988, root_mean_squared_error: 0.3521, root_relative_squared_error: 0.7059,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ranger(5) on task Supervised Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9906, kappa: 0.9792, kb_relative_information_score: 936.9977, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.9312, recall: 0.9906, relative_absolute_error: 0.0207, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0969, root_relative_squared_error: 0.2037,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ranger(5) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8358, f_measure: 0.8375, kappa: 0.6741, kb_relative_information_score: 337.4579, mean_absolute_error: 0.162, mean_prior_absolute_error: 0.4989, number_of_instances: 500, precision: 0.8394, predictive_accuracy: 0.838, prior_entropy: 0.9984, recall: 0.838, relative_absolute_error: 0.3247, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.4025, root_relative_squared_error: 0.8059,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ranger(5) on task Supervised Classification on data set arsenic-male-bladder
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.769, f_measure: 0.9742, kappa: 0.6553, kb_relative_information_score: 318.4437, mean_absolute_error: 0.0233, mean_prior_absolute_error: 0.0837, number_of_instances: 559, precision: 0.9749, predictive_accuracy: 0.9767, prior_entropy: 0.2628, recall: 0.9767, relative_absolute_error: 0.2779, root_mean_prior_squared_error: 0.2027, root_mean_squared_error: 0.1525, root_relative_squared_error: 0.7523,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ranger(5) on task Supervised Classification on data set monks-problems-1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9838, kappa: 0.9676, kb_relative_information_score: 538, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.5, number_of_instances: 556, precision: 0.9843, predictive_accuracy: 0.9838, prior_entropy: 1, recall: 0.9838, relative_absolute_error: 0.0324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1272, root_relative_squared_error: 0.2545,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ranger(5) on task Supervised Classification on data set fri_c1_500_5
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.877, f_measure: 0.8795, kappa: 0.7577, kb_relative_information_score: 379.1887, mean_absolute_error: 0.12, mean_prior_absolute_error: 0.4977, number_of_instances: 500, precision: 0.8814, predictive_accuracy: 0.88, prior_entropy: 0.9967, recall: 0.88, relative_absolute_error: 0.2411, root_mean_prior_squared_error: 0.4988, root_mean_squared_error: 0.3464, root_relative_squared_error: 0.6944,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ranger(5) on task Supervised Classification on data set fri_c0_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8115, f_measure: 0.8119, kappa: 0.6235, kb_relative_information_score: 311.8433, mean_absolute_error: 0.188, mean_prior_absolute_error: 0.4997, number_of_instances: 500, precision: 0.8122, predictive_accuracy: 0.812, prior_entropy: 0.9996, recall: 0.812, relative_absolute_error: 0.3762, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.4336, root_relative_squared_error: 0.8674,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ranger(5) on task Supervised Classification on data set fri_c4_500_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.857, f_measure: 0.8632, kappa: 0.7204, kb_relative_information_score: 360.2748, mean_absolute_error: 0.136, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8643, predictive_accuracy: 0.864, prior_entropy: 0.9867, recall: 0.864, relative_absolute_error: 0.2771, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3688, root_relative_squared_error: 0.7445,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ranger(5) on task Supervised Classification on data set climate-model-simulation-crashes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5078, f_measure: 0.8756, kappa: 0.0267, kb_relative_information_score: 120.6134, mean_absolute_error: 0.0889, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8593, predictive_accuracy: 0.9111, prior_entropy: 0.4254, recall: 0.9111, relative_absolute_error: 0.5657, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2981, root_relative_squared_error: 1.068,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ranger(5) on task Supervised Classification on data set stock
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.9674, kappa: 0.9347, kb_relative_information_score: 887.9311, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.4996, number_of_instances: 950, precision: 0.9675, predictive_accuracy: 0.9674, prior_entropy: 0.9995, recall: 0.9674, relative_absolute_error: 0.0653, root_mean_prior_squared_error: 0.4998, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.3614,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ranger(5) on task Supervised Classification on data set fri_c2_500_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8421, f_measure: 0.8596, kappa: 0.7027, kb_relative_information_score: 352.1724, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.4768, number_of_instances: 500, precision: 0.8636, predictive_accuracy: 0.862, prior_entropy: 0.9664, recall: 0.862, relative_absolute_error: 0.2895, root_mean_prior_squared_error: 0.4882, root_mean_squared_error: 0.3715, root_relative_squared_error: 0.7609,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ranger(5) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8989, f_measure: 0.9006, kappa: 0.7999, kb_relative_information_score: 499.8826, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.4969, number_of_instances: 625, precision: 0.901, predictive_accuracy: 0.9008, prior_entropy: 0.9956, recall: 0.9008, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.315, root_relative_squared_error: 0.6319,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ranger(5) on task Supervised Classification on data set boston
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8687, f_measure: 0.8768, kappa: 0.7448, kb_relative_information_score: 376.367, mean_absolute_error: 0.1225, mean_prior_absolute_error: 0.4849, number_of_instances: 506, precision: 0.8774, predictive_accuracy: 0.8775, prior_entropy: 0.9782, recall: 0.8775, relative_absolute_error: 0.2527, root_mean_prior_squared_error: 0.4924, root_mean_squared_error: 0.35, root_relative_squared_error: 0.7109,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ranger(5) on task Supervised Classification on data set Australian
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8693, f_measure: 0.8697, kappa: 0.7366, kb_relative_information_score: 506.7921, mean_absolute_error: 0.1304, mean_prior_absolute_error: 0.494, number_of_instances: 690, precision: 0.8701, predictive_accuracy: 0.8696, prior_entropy: 0.9913, recall: 0.8696, relative_absolute_error: 0.2641, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3612, root_relative_squared_error: 0.7267,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ranger(5) on task Supervised Classification on data set PizzaCutter1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6401, f_measure: 0.9232, kappa: 0.39, kb_relative_information_score: 260.2272, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.146, number_of_instances: 661, precision: 0.9272, predictive_accuracy: 0.9365, prior_entropy: 0.402, recall: 0.9365, relative_absolute_error: 0.4351, root_mean_prior_squared_error: 0.2692, root_mean_squared_error: 0.2521, root_relative_squared_error: 0.9363,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ranger(5) on task Supervised Classification on data set vowel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9594, f_measure: 0.9898, kappa: 0.9376, kb_relative_information_score: 902.8218, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.166, number_of_instances: 990, precision: 0.9898, predictive_accuracy: 0.9899, prior_entropy: 0.4422, recall: 0.9899, relative_absolute_error: 0.0609, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1005, root_relative_squared_error: 0.3496,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ranger(5) on task Supervised Classification on data set boston
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8742, f_measure: 0.881, kappa: 0.7537, kb_relative_information_score: 380.5459, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.4849, number_of_instances: 506, precision: 0.8812, predictive_accuracy: 0.8814, prior_entropy: 0.9782, recall: 0.8814, relative_absolute_error: 0.2445, root_mean_prior_squared_error: 0.4924, root_mean_squared_error: 0.3444, root_relative_squared_error: 0.6994,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ranger(5) on task Supervised Classification on data set vehicle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9882, kappa: 0.9691, kb_relative_information_score: 816.1768, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9882, predictive_accuracy: 0.9882, prior_entropy: 0.8241, recall: 0.9882, relative_absolute_error: 0.0309, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1087, root_relative_squared_error: 0.2486,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ranger(5) on task Supervised Classification on data set fri_c4_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8519, f_measure: 0.8536, kappa: 0.7061, kb_relative_information_score: 353.3335, mean_absolute_error: 0.146, mean_prior_absolute_error: 0.4984, number_of_instances: 500, precision: 0.8548, predictive_accuracy: 0.854, prior_entropy: 0.9978, recall: 0.854, relative_absolute_error: 0.2929, root_mean_prior_squared_error: 0.4992, root_mean_squared_error: 0.3821, root_relative_squared_error: 0.7654,